{"id":"W2331369251","doi":"10.1111/dmcn.13129","title":"Number of needs: a meaningful metric in childhood disability","year":2016,"lang":"en","type":"letter","venue":"Developmental Medicine & Child Neurology","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Metric (unit); Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00728408,0.000866234,0.001515871,0.0009012952,0.003847946,0.003996207,0.002416784,0.03338652,0.005396274],"category_scores_gemma":[0.06890684,0.0006271803,0.0009052908,0.001224457,0.004756014,0.005885645,0.002566237,0.04255703,0.003603723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005370813,"about_ca_system_score_gemma":0.005419781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316127,"about_ca_topic_score_gemma":0.02388421,"domain_scores_codex":[0.992201,0.003576364,0.001208025,0.000834163,0.001660879,0.0005195578],"domain_scores_gemma":[0.9736233,0.0182274,0.001599676,0.0005968466,0.004153919,0.001798744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000417251,0.00001998968,0.001356832,0.00006693736,0.00001309591,0.0005353122,0.0003439474,0.00003784089,0.00004986783,0.004655744,0.9805079,0.01237076],"study_design_scores_gemma":[0.0001637756,0.0001161348,0.004525396,0.002109009,0.00005401529,0.004145816,0.002862451,0.000558568,0.0003306579,0.03906619,0.9459137,0.0001542915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002217199,0.001295823,0.00005123971,0.9892938,0.008089625,0.000003305945,0.00003348198,0.000004715701,0.001006295],"genre_scores_gemma":[0.005129348,0.002173894,0.0002665528,0.9488576,0.04106368,0.0000319285,0.0000419493,0.00002061774,0.002414509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03338652,"threshold_uncertainty_score":0.03896815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155698151133187,"score_gpt":0.2521978814778773,"score_spread":0.2406408999665454,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}